Code to run analysis and generate figures for McNeall et al. (2022) “Constraining the carbon cycle in JULES-ES-1.0”
Loading required package: spam
Loading required package: dotCall64
Loading required package: grid
Spam version 2.7-0 (2021-06-25) is loaded.
Type 'help( Spam)' or 'demo( spam)' for a short introduction
and overview of this package.
Help for individual functions is also obtained by adding the
suffix '.spam' to the function name, e.g. 'help( chol.spam)'.
Attaching package: ‘spam’
The following objects are masked from ‘package:base’:
backsolve, forwardsolve
Loading required package: viridis
Loading required package: viridisLite
replacing previous import ‘lifecycle::last_warnings’ by ‘rlang::last_warnings’ when loading ‘tibble’replacing previous import ‘lifecycle::last_warnings’ by ‘rlang::last_warnings’ when loading ‘pillar’See https://github.com/NCAR/Fields for
an extensive vignette, other supplements and source code
Loading required package: lhs
Loading required package: parallel
Loading required package: viztools
Failure analysis

Visualising the ensemble range
It’s important to remember that the design of the experiment is multiplication factors of the original parameters. This might be important for the “hold” value in a sensitivity analysis, as the “standard” value and the median value of the ensemble will not be the same.

Wave00/Wave01 Ensemble behaviour in key (constraining) outputs.
Global mean for the 20 years at the end of the 20th Century. There is still a significant low bias on cVeg output.

What proportion of wave01 fall within Andy Wiltshire’s constraints?
Just under a third. Points at a significant model discrepency in cVeg
Of the 400 members of the wave01 ensemble, 128 pass Andy Wiltshire’s Level 2 constraints.
[1] 128
[1] 0.32


Exploring summary of constraint: Cumulative NBP
Carbon budget data
Section 2.5 in Friedlingstein et al. describes how the land carbon sink is estimated.
IPCC AR6 Chapter 5 states: “The net land carbon sink is taken as net biome productivity (NBP) and so includes any modelled net land-use change emissions. Further details on data sources and processing are available in the chapter data table (Table 5.SM.6).”
The GCP says: “The land sink is the average of several dynamic global vegetation models that reproduce the observed mean total land sink of the 1990s.”
AR6 Chapter 5 states: "The land carbon cycle components of historical ESM simulations show a larger range, with simulated cumulative land carbon uptake (1850–2014) spanning the range from –47 to +21 GtC, compared to the GCP estimate of –12 ± 50 GtC (Figure 5.23b).




How much are all select output constrained?

Constraint of output at level 2
Proportion of the initial range of model output that is covered by level 2 constrained ensemble (%):
npp nbp cSoil cVeg lai_lnd_mean rh_lnd_sum
26.6 55.1 48.3 23.5 60.9 26.0
fLuc_lnd_sum fHarvest_lnd_sum treeFrac_lnd_mean shrubFrac_lnd_mean baresoilFrac_lnd_mean c3PftFrac_lnd_mean
51.5 60.7 88.3 85.4 52.9 58.0
c4PftFrac_lnd_mean
43.9

Pairs plot of 2d projections of constrained output space.

Constraining to level 2 with the emulator

---
title: "Constraining the carbon cycle in JULES-ES-1.0"
output:
  html_notebook:
    toc: yes
    toc_float: yes
    toc_depth: 2
    number_sections: yes
---


Code to run analysis and generate figures for McNeall et al. (2022) "Constraining the carbon cycle in JULES-ES-1.0"

```{r, echo = FALSE, message = FALSE, warning=FALSE, results = 'hide'}
# Load helper functions

knitr::opts_chunk$set(fig.path = "figs/", echo = FALSE, message = FALSE, warnings = FALSE)


```

```{r}

source("JULES-ES-1p0-common-packages.R")
source("JULES-ES-1p0-common-functions.R")
source("JULES-ES-1p0-common-data.R")

```

## Failure analysis

```{r failure-pairs, fig.width=12, fig.height=12, fig.path='figs/', dev=c('png', 'pdf')}


low_npp_ix <- which(Y[,'npp_nlim_lnd_sum'] < 1e5)
# code from https://stackoverflow.com/questions/28182872/how-to-use-different-sets-of-data-in-lower-and-upper-panel-of-pairs-function-in


#X <- matrix(runif(300), ncol=3)
#Y <- matrix(c(sort(runif(100, 0, 10)), 
#              sort(runif(100, 0, 10)), 
#              sort(runif(100, 0, 10))), ncol=3)

#pdf(file = 'figs/fig02.pdf', width = 12, height = 10)
#pdf(file = 'figs/run-failure-pairs.pdf', width = 12, height = 10)
x1 <- X[low_npp_ix, ]
x2 <- X_nlevel0

XY <- rbind(x1, x2)


pairs(XY,
      lower.panel=function(x, y, ...) {
        Xx <- x[seq_len(nrow(x1))] # corresponds to X subset
        Xy <- y[seq_len(nrow(x1))] # corresponds to X subset
        #usr <- par("usr"); on.exit(par(usr))
        #par(usr = c(range(x1[, -ncol(x1)]), range(x1[, -1]))) # set up limits
        points(Xx, Xy, col = zblue, pch = 19, cex = 0.8)
       # if(par('mfg')[2] == 1) axis(2) # if left plot, add left axis
        #if(par('mfg')[1] == ncol(x1)) axis(1) # if bottom plot add bottom axis
      }, 
      upper.panel=function(x, y, ...) {
        Yx <- x[(nrow(x1) + 1):length(x)] # Y subset
        Yy <- y[(nrow(x1) + 1):length(y)] # Y subset
        
        #cntr <- outer(Yx, Yx, FUN='*') # arbitrary function for contour
       # usr <- par("usr"); on.exit(par(usr))
        #par(usr = c(range(x2[, -1]), range(x2[, -ncol(x2)]))) # set up limits
        points(Yx, Yy, col = zred, pch = 19, cex = 0.8)
        #contour(Yx, Yy, cntr, add=TRUE)
        #if(par('mfg')[2] == ncol(x2)) axis(4) # if right plot, add right axis
        #if(par('mfg')[1] == 1) axis(3) # if top plot, add top axis
      }, 
      #tick=FALSE, # suppress the default tick marks
      #line=1,
      gap = 0,
      xlim = c(0,1), ylim = c(0,1),
      labels = 1:d,
      oma = c(2, 18, 2, 2)) # move the default tick labels off the plot 

reset()

legend('left', legend = paste(1:d, colnames(lhs)), cex = 1.1, bty = 'n')
legend('topleft', pch = 19, col = c( zred, zblue), legend = c('failed', 'zero carbon cycle'), bty = 'n', inset = 0.02, cex = 1.1 )

#dev.off()

```

# Visualising the ensemble range

It's important to remember that the design of the experiment is multiplication factors of the original parameters. This might be important for the "hold" value in a sensitivity analysis, as the "standard" value and the median value of the ensemble will not be the same.

```{r, fig.width = 6, fig.height = 8}

#pdf(file = 'figs/lhs_range.pdf', width = 6, height = 8)
#pdf(file = 'figs/fig01.pdf', width = 6, height = 8)
par(las = 1, mar = c(5,8,2,1))
lhs_min <- apply(lhs_wave0_wave01_all, 2, min)
lhs_max <- apply(lhs_wave0_wave01_all,2, max)

plot(lhs_max, 1:d, type = 'n', xlim = c(0,10), axes = FALSE, xlab = 'multiplying factor', ylab = '')

abline(v = 0, lty = 'dashed', col = 'grey')
abline(v = 1, lty = 'dashed', col = 'tomato2')

segments(x0 = lhs_min, y0 = 1:d, x1 = lhs_max, y1 = 1:d )
points(lhs_min, 1:d, pch = 20)
points(lhs_max, 1:d, pch = 20)
axis(2, at = 1:d, labels = colnames(lhs))
axis(1)
#dev.off()

```

## Wave00/Wave01  Ensemble behaviour in key (constraining) outputs. 

Global mean for the 20 years at the end of the 20th Century. There is still a significant low bias on cVeg output.

```{r, fig.width = 8, fig.height = 8}
wave00col <- 'skyblue2'
wave01col <- 'tomato2'

wave00col <- 'dodgerblue2'
wave01col <- 'firebrick'
rangecol <- 'grey'
```


```{r, fig.width = 8, fig.height = 8 }
# Histogram of level 1 constraints
hcol = 'darkgrey'
lcol = 'black'

#pdf(file = 'figs/fig05.pdf', width = 8, height = 8)
#pdf(file = 'figs/level_2_constraints_hists.pdf', width = 8, height = 8)
par(mfrow = c(2,2), fg = 'darkgrey', las = 1, oma = c(0.1, 0.1, 4, 0.1))

trunc <- function(x, vec){
  
  dat <- x[x < max(vec) & x > min(vec)  ]
  
  dat
  
}


h <- hist(Y_const_level1a_scaled[,'nbp_lnd_sum'], main = 'NBP', xlab = 'GtC/year', col = makeTransparent(wave00col,150))
hist(trunc(Y_const_wave01_scaled [,'nbp_lnd_sum'], h$breaks) ,
     col = makeTransparent(wave01col,150) , breaks = h$breaks, add = TRUE)

rug(Y_const_stan_scaled['nbp_lnd_sum'], lwd = 2)

polygon(x = c(0, 100, 100, 0), y = c(0, 0, 1000, 1000),
        col = makeTransparent(rangecol, 60),
        border = makeTransparent(rangecol))

h <- hist(Y_const_level1a_scaled[,'npp_nlim_lnd_sum'],col = makeTransparent(wave00col,150), main = 'NPP', xlab = 'GtC/year')
hist(trunc(Y_const_wave01_scaled [,'npp_nlim_lnd_sum'], h$breaks) , 
     col = makeTransparent(wave01col) , breaks = h$breaks, add = TRUE)

rug(Y_const_stan_scaled['npp_nlim_lnd_sum'], lwd = 2)

polygon(x = c(35, 80, 80, 35), y = c(0, 0, 1000, 1000),
        col = makeTransparent(rangecol, 60),
        border = makeTransparent(rangecol))


h <- hist(Y_const_level1a_scaled[,'cSoil_lnd_sum'], col = makeTransparent(wave00col,150), main = 'Soil Carbon', xlab = 'GtC')
hist(trunc(Y_const_wave01_scaled [,'cSoil_lnd_sum'], h$breaks) , 
     col = makeTransparent(wave01col,150) , breaks = h$breaks, add = TRUE)

rug(Y_const_stan_scaled['cSoil_lnd_sum'], lwd = 2)

polygon(x = c(750, 3000, 3000, 750), y = c(0, 0, 1000, 1000),
        col = makeTransparent(rangecol, 60),
        border = makeTransparent(rangecol))

h <- hist(Y_const_level1a_scaled[,'cVeg_lnd_sum'], col = makeTransparent(wave00col,150), main = 'Vegetation Carbon', xlab = 'GtC')
hist(trunc(Y_const_wave01_scaled [,'cVeg_lnd_sum'], h$breaks) , 
   col = makeTransparent(wave01col,150)  , breaks = h$breaks, add = TRUE)

rug(Y_const_stan_scaled['cVeg_lnd_sum'], lwd = 2)

polygon(x = c(300, 800, 800, 300), y = c(0, 0, 1000, 1000),
        col = makeTransparent(rangecol, 60),
       border =  makeTransparent(rangecol))



reset()

legend('top', horiz = TRUE, fill = c(makeTransparent(wave00col, 150), makeTransparent(wave01col, 150), makeTransparent(rangecol, 60)), legend = c('Wave00', 'Wave01', 'AW range'))

#dev.off()
```

## What proportion of wave01 fall within Andy Wiltshire's constraints?

Just under a third. Points at a significant model discrepency in cVeg

Of the 400 members of the wave01 ensemble, 128 pass Andy Wiltshire's Level 2 constraints.

```{r}

length(level2_ix_wave01)
length(level2_ix_wave01) / ntrain_wave01


```



```{r plot-carbon-cycle-timeseries-primary, fig.width = 10, fig.height = 12}

lcol_wave0 <- makeTransparent('dodgerblue2',  120)
lcol_wave01 <- makeTransparent('firebrick',  120)
lcol_wave01_level2 <- 'gold'
stancol = 'black'

linePlotMultiEns <- function(years, ens1, ens2, ens3, col1, col2, col3, ylab, main, ylim = NULL, ...){
  # Plot wave00 and wave01 timeseries on top of one another
  
  nt <- length(years) 
  if(is.null(ylim)){
    
  ylim = range(c(ens1[,1], ens1[,nt], ens2[,1], ens2[ ,nt], ens3[,1], ens3[, nt]))
  }
  
  else ylim <- ylim
  
  matplot(years, t(ens1), type = 'l', lty = 'solid',ylim = ylim, col = col1,
        ylab = ylab, main = main, xlab = '',
        bty = 'n', ...)
  matlines(years, t(ens2), col = col2, lty = 'solid')
    matlines(years, t(ens3), col = col3, lty = 'solid')
}

#pdf(file = 'figs/fig03.pdf', width = 10, height = 12)
#pdf(file = 'figs/carbon-cycle-timeseries-waves-constrained.pdf', width = 10, height = 12)
par(mfrow= c(3,5), las = 1, mar = c(4,4,1,0))

linePlotMultiEns(years = years, ens1 = npp_ens_wave00[without_outliers_ix_wave00,],
                 ens2 = npp_ens_wave01[without_outliers_ix_wave01,],
                 ens3 = npp_ens_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = 'GtC', main = 'NPP')

lines(years,npp_stan, col = stancol, lty = 'solid', lwd = 2)

linePlotMultiEns(years = years, ens1 =  nbp_ens_wave00[without_outliers_ix_wave00,], 
                 ens2 = nbp_ens_wave01[without_outliers_ix_wave01,],
                 ens3 = nbp_ens_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01,col3 = lcol_wave01_level2,
                 ylab = 'GtC', main = 'NBP', ylim = c(-10,10))

lines(years, nbp_stan, col = stancol, lty = 'solid', lwd = 2)

linePlotMultiEns(years = years, ens1 = cSoil_ens_wave00[without_outliers_ix_wave00,],
                 ens2 = cSoil_ens_wave01[without_outliers_ix_wave01,],
                 ens3 = cSoil_ens_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = 'GtC', main = 'cSoil', ylim = range(c(cSoil_ens_wave00[,1], cSoil_ens_wave00[,164])))

lines(years, cSoil_stan, col = stancol, lty = 'solid', lwd = 2)

linePlotMultiEns(years = years, ens1 = cVeg_ens_wave00[without_outliers_ix_wave00,],
                 ens2 = cVeg_ens_wave01[without_outliers_ix_wave01,],
                 ens3 = cVeg_ens_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = 'GtC', main = 'cVeg')

lines(years, cVeg_stan, col = stancol, lty = 'solid', lwd = 2)

linePlotMultiEns(years = years, ens1 = lai_lnd_mean_ens_wave00[without_outliers_ix_wave00,],
                 ens2 = lai_lnd_mean_ens_wave01[without_outliers_ix_wave01,],
                 ens3 = lai_lnd_mean_ens_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = 'GtC', main = 'Lai')

lines(years, lai_lnd_mean_stan, col = stancol, lty = 'solid', lwd = 2)

linePlotMultiEns(years = years, ens1 = rh_lnd_sum_ens_wave00[without_outliers_ix_wave00,],
                 ens2 = rh_lnd_sum_ens_wave01[without_outliers_ix_wave01,],
                 ens3 = rh_lnd_sum_ens_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01,  col3 = lcol_wave01_level2,
                 ylab = 'GtC', main = 'RH')

lines(years, rh_lnd_sum_stan, col = stancol, lty = 'solid', lwd = 2)

linePlotMultiEns(years = years, ens1 = fLuc_lnd_sum_ens_wave00[without_outliers_ix_wave00,],
                 ens2 = fLuc_lnd_sum_ens_wave01[without_outliers_ix_wave01,],
                 ens3 = fLuc_lnd_sum_ens_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = 'GtC', main = 'fLuc')

lines(years, fLuc_lnd_sum_stan, col = stancol, lty = 'solid', lwd = 2)

linePlotMultiEns(years = years, ens1 = fHarvest_lnd_sum_ens_wave00[without_outliers_ix_wave00,],
                 ens2 = fHarvest_lnd_sum_ens_wave01[without_outliers_ix_wave01,],
                 ens3 = fHarvest_lnd_sum_ens_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = 'GtC', main = 'fHarvest')

lines(years, fHarvest_lnd_sum_stan, col = stancol, lty = 'solid', lwd = 2)

linePlotMultiEns(years = years, ens1 = treeFrac_lnd_mean_ens_wave00[without_outliers_ix_wave00,],
                 ens2 = treeFrac_lnd_mean_ens_wave01[without_outliers_ix_wave01,],
                 ens3 = treeFrac_lnd_mean_ens_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = '%', main = 'treefrac'
                 )

lines(years, treeFrac_lnd_mean_stan, col = stancol, lty = 'solid', lwd = 2)

linePlotMultiEns(years = years, ens1 = shrubFrac_lnd_mean_ens_wave00[without_outliers_ix_wave00,],
                 ens2 = shrubFrac_lnd_mean_ens_wave01[without_outliers_ix_wave01,],
                 ens3 = shrubFrac_lnd_mean_ens_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = '%', main = 'shrubfrac'
)

lines(years, shrubFrac_lnd_mean_stan, col = stancol, lty = 'solid', lwd = 2)

linePlotMultiEns(years = years, ens1 = baresoilFrac_lnd_mean_ens_wave00[without_outliers_ix_wave00,],
                 ens2 = baresoilFrac_lnd_mean_ens_wave01[without_outliers_ix_wave01,],
                 ens3 = baresoilFrac_lnd_mean_ens_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = '%', main = 'baresoilfrac')

lines(years, baresoilFrac_lnd_mean_stan, col = stancol, lty = 'solid', lwd = 2)


linePlotMultiEns(years = years, c3PftFrac_lnd_mean_ens_wave00[without_outliers_ix_wave00,],
                 ens2 = c3PftFrac_lnd_mean_ens_wave01[without_outliers_ix_wave01,],
                 ens3 = c3PftFrac_lnd_mean_ens_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = '%', main = 'c3PftFrac')

lines(years, c3PftFrac_lnd_mean_stan, col = stancol, lty = 'solid', lwd = 2)


linePlotMultiEns(years = years, c4PftFrac_lnd_mean_ens_wave00[without_outliers_ix_wave00,],
                 ens2 = c4PftFrac_lnd_mean_ens_wave01[without_outliers_ix_wave01,],
                 ens3 = c4PftFrac_lnd_mean_ens_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = '%', main = 'c3PftFrac')

lines(years, c4PftFrac_lnd_mean_stan, col = stancol, lty = 'solid', lwd = 2)


reset()

legend('bottomright', legend = c('wave00','wave01','wave01 level2','standard'), lty = 'solid', lwd = 1.5, col = c(lcol_wave0, lcol_wave01, lcol_wave01_level2, stancol), inset = c(0.05, 0.15) )

#dev.off()
```

```{r, fig.width = 10, fig.height = 12}

#pdf(file = 'figs/fig04.pdf', width = 10, height = 12)
#pdf(file = 'figs/carbon-cycle-timeseries-anomaly-waves-constrained.pdf', width = 10, height = 12)
par(mfrow= c(3,5), las = 1, mar = c(4,4,1,0))

linePlotMultiEns(years = years, ens1 = npp_ens_anom_wave00[without_outliers_ix_wave00,],
                 ens2 = npp_ens_anom_wave01[without_outliers_ix_wave01,],
                 ens3 = npp_ens_anom_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = 'GtC', main = 'NPP')

lines(years,npp_stan_anom, col = stancol, lty = 'solid', lwd = 2)
linePlotMultiEns(years = years, ens1 =  nbp_ens_anom_wave00[without_outliers_ix_wave00,], 
                 ens2 = nbp_ens_anom_wave01[without_outliers_ix_wave01,],
                 ens3 = nbp_ens_anom_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01,col3 = lcol_wave01_level2,
                 ylab = 'GtC', main = 'NBP', ylim = c(-10,10))

lines(years, nbp_stan_anom, col = stancol, lty = 'solid', lwd = 2)

linePlotMultiEns(years = years, ens1 = cSoil_ens_anom_wave00[without_outliers_ix_wave00,],
                 ens2 = cSoil_ens_anom_wave01[without_outliers_ix_wave01,],
                 ens3 = cSoil_ens_anom_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = 'GtC', main = 'cSoil', ylim = range(c(cSoil_ens_anom_wave00[,1], cSoil_ens_anom_wave00[,164])))

lines(years, cSoil_stan_anom, col = stancol, lty = 'solid', lwd = 2)

linePlotMultiEns(years = years, ens1 = cVeg_ens_anom_wave00[without_outliers_ix_wave00,],
                 ens2 = cVeg_ens_anom_wave01[without_outliers_ix_wave01,],
                 ens3 = cVeg_ens_anom_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = 'GtC', main = 'cVeg')

lines(years, cVeg_stan_anom, col = stancol, lty = 'solid', lwd = 2)

linePlotMultiEns(years = years, ens1 = lai_lnd_mean_ens_anom_wave00[without_outliers_ix_wave00,],
                 ens2 = lai_lnd_mean_ens_anom_wave01[without_outliers_ix_wave01,],
                 ens3 = lai_lnd_mean_ens_anom_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = 'GtC', main = 'Lai')

lines(years, lai_lnd_mean_stan_anom, col = stancol, lty = 'solid', lwd = 2)

linePlotMultiEns(years = years, ens1 = rh_lnd_sum_ens_anom_wave00[without_outliers_ix_wave00,],
                 ens2 = rh_lnd_sum_ens_anom_wave01[without_outliers_ix_wave01,],
                 ens3 = rh_lnd_sum_ens_anom_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01,  col3 = lcol_wave01_level2,
                 ylab = 'GtC', main = 'RH')

lines(years, rh_lnd_sum_stan_anom, col = stancol, lty = 'solid', lwd = 2)

linePlotMultiEns(years = years, ens1 = fLuc_lnd_sum_ens_anom_wave00[without_outliers_ix_wave00,],
                 ens2 = fLuc_lnd_sum_ens_anom_wave01[without_outliers_ix_wave01,],
                 ens3 = fLuc_lnd_sum_ens_anom_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = 'GtC', main = 'fLuc')

lines(years, fLuc_lnd_sum_stan_anom, col = stancol, lty = 'solid', lwd = 2)
 
linePlotMultiEns(years = years, ens1 = fHarvest_lnd_sum_ens_anom_wave00[without_outliers_ix_wave00,],
                 ens2 = fHarvest_lnd_sum_ens_anom_wave01[without_outliers_ix_wave01,],
                 ens3 = fHarvest_lnd_sum_ens_anom_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = 'GtC', main = 'fHarvest')

lines(years, fHarvest_lnd_sum_stan_anom, col = stancol, lty = 'solid', lwd = 2)

linePlotMultiEns(years = years, ens1 = treeFrac_lnd_mean_ens_anom_wave00[without_outliers_ix_wave00,],
                 ens2 = treeFrac_lnd_mean_ens_anom_wave01[without_outliers_ix_wave01,],
                 ens3 = treeFrac_lnd_mean_ens_anom_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = '%', main = 'treefrac'
                 )

lines(years, treeFrac_lnd_mean_stan_anom, col = stancol, lty = 'solid', lwd = 2)

linePlotMultiEns(years = years, ens1 = shrubFrac_lnd_mean_ens_anom_wave00[without_outliers_ix_wave00,],
                 ens2 = shrubFrac_lnd_mean_ens_anom_wave01[without_outliers_ix_wave01,],
                 ens3 = shrubFrac_lnd_mean_ens_anom_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = '%', main = 'shrubfrac'
)

lines(years, shrubFrac_lnd_mean_stan_anom, col = stancol, lty = 'solid', lwd = 2)

linePlotMultiEns(years = years, ens1 = baresoilFrac_lnd_mean_ens_anom_wave00[without_outliers_ix_wave00,],
                 ens2 = baresoilFrac_lnd_mean_ens_anom_wave01[without_outliers_ix_wave01,],
                 ens3 = baresoilFrac_lnd_mean_ens_anom_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = '%', main = 'baresoilfrac')

lines(years, baresoilFrac_lnd_mean_stan_anom, col = stancol, lty = 'solid', lwd = 2)


linePlotMultiEns(years = years, c3PftFrac_lnd_mean_ens_anom_wave00[without_outliers_ix_wave00,],
                 ens2 = c3PftFrac_lnd_mean_ens_anom_wave01[without_outliers_ix_wave01,],
                 ens3 = c3PftFrac_lnd_mean_ens_anom_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = '%', main = 'c3PftFrac')

lines(years, c3PftFrac_lnd_mean_stan_anom, col = stancol, lty = 'solid', lwd = 2)


linePlotMultiEns(years = years, c4PftFrac_lnd_mean_ens_anom_wave00[without_outliers_ix_wave00,],
                 ens2 = c4PftFrac_lnd_mean_ens_anom_wave01[without_outliers_ix_wave01,],
                 ens3 = c4PftFrac_lnd_mean_ens_anom_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01, col3 = lcol_wave01_level2,
                 ylab = '%', main = 'c3PftFrac')

lines(years, c4PftFrac_lnd_mean_stan_anom, col = stancol, lty = 'solid', lwd = 2)

reset()

legend('bottomright', legend = c('wave00','wave01','wave01 level2','standard'), lty = 'solid', lwd = 1.5, col = c(lcol_wave0, lcol_wave01, lcol_wave01_level2, stancol), inset = c(0.05, 0.15) )


#dev.off()

``` 

## Exploring summary of constraint: Cumulative NBP


### Carbon budget data

[Section 2.5 in Friedlingstein et al.](https://essd.copernicus.org/articles/12/3269/2020/#section2) describes how the land carbon sink is estimated.
```{r, historical-carbon-budget, warning = FALSE, fig.width = 10, fig.height = 10}

#pdf(file = 'carbon_budget.pdf', width = 10, height = 8)
# Question: How closely should our model match this curve? Which output?
# (My guess is 'Total Land Carbon anomaly')
historical_carbon_budget <- read_excel('data/Global_Carbon_Budget_2020v1.0.xlsx', sheet = "Historical Budget", skip = 15, n_max = 270)

par(mfrow = c(3,2))
ylim = c(-1, 6)


land_sink_net <- historical_carbon_budget$`land sink` - historical_carbon_budget$`land-use change emissions`

plot(historical_carbon_budget$Year, historical_carbon_budget$`fossil emissions excluding carbonation`, main = 'fossil emissions excluding carbonation', ylab = '',
     type = 'l', bty = 'n', ylim = ylim)

plot(historical_carbon_budget$Year, historical_carbon_budget$`land sink`, main = 'land sink', ylab = '', type = 'l', bty = 'n', ylim = ylim)

lines(historical_carbon_budget$Year, land_sink_net, col = 'red')

legend('topleft', legend = 'land sink - land use change emissions', col = 'red', lty = 'solid')

plot(historical_carbon_budget$Year, historical_carbon_budget$`land-use change emissions`, main = 'land use change emissions',
     ylab = '', type = 'l', bty = 'n', ylim = ylim)

plot(historical_carbon_budget$Year, historical_carbon_budget$`atmospheric growth`, main = 'atmospheric growth', ylab = '',
     type = 'l', bty = 'n', ylim = ylim)


plot(historical_carbon_budget$Year, historical_carbon_budget$`ocean sink`, main = 'ocean sink', type = 'l', bty = 'n', ylim = ylim)

plot(historical_carbon_budget$Year, historical_carbon_budget$`budget imbalance`, main = 'budget imbalance', ylab = '', type = 'l', bty = 'n', ylim = ylim)

#dev.off()
```
IPCC AR6 Chapter 5 states: "The net land carbon sink is taken as net biome productivity (NBP) and so includes any modelled net land-use 
change emissions. Further details on data sources and processing are available in the chapter data table (Table 5.SM.6)."

The GCP says: 
"The land sink is the average of several dynamic global vegetation models that reproduce the observed mean total land sink of the 1990s."

AR6 Chapter 5 states:  "The land carbon cycle components of historical ESM simulations show a larger range, with simulated cumulative land carbon uptake (1850–2014) spanning the range from –47 to +21 GtC, compared to the GCP estimate of –12 ± 50 GtC (Figure 5.23b).
```{r, fig.width=7, fig.height = 7}


plot(historical_carbon_budget$Year, historical_carbon_budget$`land sink`,
     main = 'land sink', ylab = '', type = 'l', bty = 'n', ylim = ylim)


plot(historical_carbon_budget$Year, cumsum(historical_carbon_budget$`land sink`),
     main = 'land sink', ylab = '', type = 'l', bty = 'n')


#plot(historical_carbon_budget$Year, cumsum(land_sink_net, na.rm = TRUE),
#     main = 'land sink', ylab = '', type = 'l', bty = 'n')

match_years_ix <- which(historical_carbon_budget$Year %in% 1850:2013)

match_years <- historical_carbon_budget$Year[match_years_ix]
cumulative_net_land_sink <- cumsum(land_sink_net[match_years_ix])


par(las = 1)
plot(match_years, cumulative_net_land_sink,
     type = 'l', main = "Cumulative Net Land Sink", xlab = "", ylab = "GtC",
     ylim = c(-80, 20))
```


```{r, fig.width = 5, fig.height = 8}

par(mar = c(8,4,4,1), las = 1)
cnbp_ens_wave00 <- t(apply(nbp_ens_wave00, 1, FUN = cumsum))
cnbp_ens_wave01 <- t(apply(nbp_ens_wave01, 1, FUN = cumsum))
cnbp_stan <- cumsum(nbp_stan)


linePlotMultiEns(years = years, ens1 =  cnbp_ens_wave00[without_outliers_ix_wave00,], 
                 ens2 = cnbp_ens_wave01[without_outliers_ix_wave01,],
                 ens3 = cnbp_ens_wave01[level2a_ix_wave01, ],
                 col1 = lcol_wave0, col2 = lcol_wave01,col3 = lcol_wave01_level2,
                 ylab = 'Cumulative NBP (GtC)', main = 'Cumulative NBP', xlim = c(1850, 2035))

lines(years, cnbp_stan, col = 'black', lwd = 2)

lines(match_years, cumulative_net_land_sink, lty = 'dashed', col = 'black')

arrows(2022,-47, 2022,21, angle = 90, length = 0.05, code = 3)

arrows(2035,(-12-50), 2035,(-12+50),  angle = 90, length = 0.05, code = 3)

text(2022, 30, 'AR6', cex = 0.8)

text(2035, 47, 'GCP', cex = 0.8)
reset()


legend('bottom', legend = c('wave00','wave01','wave01 level2','standard', 'GCP estimate'), lty = c('solid', 'solid', 'solid', 'solid', 'dashed'), lwd = 1.5, col = c(lcol_wave0, lcol_wave01, lcol_wave01_level2, stancol, stancol), horiz = FALSE, inset = 0.01, cex = 0.8)


```




# How much are all select output constrained?
```{r}

selected_tags <- c('npp', 'nbp', 'cSoil', 'cVeg', 'lai_lnd_mean', 'rh_lnd_sum', 'fLuc_lnd_sum', 'fHarvest_lnd_sum', 'treeFrac_lnd_mean', 'shrubFrac_lnd_mean', 'baresoilFrac_lnd_mean', 'c3PftFrac_lnd_mean', 'c4PftFrac_lnd_mean')

# wave00
selected_tags_vec_wave00 <- paste0(selected_tags, '_ens_wave00')

mv_means_wave00 <- matrix(ncol = length(selected_tags), nrow = nrow(npp_ens_wave00))
colnames(mv_means_wave00) <- selected_tags

for(i in 1:length(selected_tags_vec_wave00)){
  
  dat <- get(selected_tags_vec_wave00[i])
  
  colix <- 1:ncol(dat)
  trunc_dat <- dat[, tail(colix,20)]
  
  mean_dat <- apply(trunc_dat, 1, mean, na.rm = TRUE)
  mv_means_wave00[,i ] <- mean_dat
  
}

## wave01
selected_tags_vec_wave01 <- paste0(selected_tags, '_ens_wave01')
mv_means_wave01 <- matrix(ncol = length(selected_tags), nrow = nrow(npp_ens_wave01))
colnames(mv_means_wave01) <- selected_tags

for(i in 1:length(selected_tags_vec_wave01)){
  
  dat <- get(selected_tags_vec_wave01[i])
  
  colix <- 1:ncol(dat)
  trunc_dat <- dat[, tail(colix,20)]
  
  mean_dat <- apply(trunc_dat, 1, mean, na.rm = TRUE)
  mv_means_wave01[,i ] <- mean_dat
  
}


# wave00 anomaly
selected_tags_vec_anom_wave00 <- paste0(selected_tags, '_ens_anom_wave00')

mv_means_anom_wave00 <- matrix(ncol = length(selected_tags), nrow = nrow(npp_ens_anom_wave00))
colnames(mv_means_anom_wave00) <- selected_tags

for(i in 1:length(selected_tags_vec_anom_wave00)){
  
  dat <- get(selected_tags_vec_anom_wave00[i])
  
  colix <- 1:ncol(dat)
  trunc_dat <- dat[, tail(colix,20)]
  
  mean_dat <- apply(trunc_dat, 1, mean, na.rm = TRUE)
  mv_means_anom_wave00[,i ] <- mean_dat
  
}

# wave01 anomaly
selected_tags_vec_anom_wave01 <- paste0(selected_tags, '_ens_anom_wave01')

mv_means_anom_wave01 <- matrix(ncol = length(selected_tags), nrow = nrow(npp_ens_anom_wave01))
colnames(mv_means_anom_wave01) <- selected_tags

for(i in 1:length(selected_tags_vec_anom_wave01)){
  
  dat <- get(selected_tags_vec_anom_wave01[i])
  
  colix <- 1:ncol(dat)
  trunc_dat <- dat[, tail(colix,20)]
  
  mean_dat <- apply(trunc_dat, 1, mean, na.rm = TRUE)
  mv_means_anom_wave01[,i ] <- mean_dat
  
}

```

```{r}

range_wave00 <- apply(mv_means_wave00[without_outliers_ix_wave00,], 2 , range) # Wave00 sets the initial range
range_wave01 <- apply(mv_means_wave01[without_outliers_ix_wave01,], 2, range)
range_wave01_level2a <- apply(mv_means_wave01[level2a_ix_wave01, ], 2, range)

# What is the output range of the level2a modern value, expressed as a proportion of the initial ensemble?
range_prop_wave01_level2a <-  (apply(range_wave01_level2a, 2, diff) / apply(range_wave00, 2, diff)) *100


range_anom_wave00 <- apply(mv_means_anom_wave00[without_outliers_ix_wave00,], 2 , range) # Wave00 sets the initial range
range_anom_wave01 <- apply(mv_means_anom_wave01[without_outliers_ix_wave01,], 2, range)
range_anom_wave01_level2a <- apply(mv_means_anom_wave01[level2a_ix_wave01, ], 2, range)

# What is the output range of the level2a modern value, expressed as a proportion of the initial ensemble?
range_prop_anom_wave01_level2a <-  (apply(range_anom_wave01_level2a, 2, diff) / apply(range_anom_wave00, 2, diff)) *100


```

```{r}
all_waves_mv <- rbind(mv_means_wave00[without_outliers_ix_wave00,], mv_means_wave01[without_outliers_ix_wave01,])

range_all_waves <- apply(all_waves_mv, 2, range)

level2_ix_all_waves_mv <- which(all_waves_mv[,'nbp'] > 0 &
                                  all_waves_mv[,'npp'] > 35 &
                                  all_waves_mv[,'npp'] < 80 &
                                  all_waves_mv[,'cSoil'] > 750 &
                                  all_waves_mv[,'cSoil'] < 3000 &
                                  all_waves_mv[,'cVeg'] > 300 &
                                  all_waves_mv[,'cVeg'] < 800
)

all_waves_mv_level2 <- all_waves_mv[level2_ix_all_waves_mv, ]


all_waves_col <- rep(zred, nrow(all_waves_mv))

all_waves_level2_col <- all_waves_col
all_waves_level2_col[level2_ix_all_waves_mv] <- zblue

range_all_waves_level2 <- apply(all_waves_mv[level2_ix_all_waves_mv, ], 2, range)

range_prop_all_waves_level2 <-(apply(range_all_waves_level2, 2, diff) / apply(range_all_waves, 2, diff)) *100

# Anomaly
all_waves_anom_mv <- rbind(mv_means_anom_wave00[without_outliers_ix_wave00,], mv_means_anom_wave01[without_outliers_ix_wave01,])

range_all_waves_anom <- apply(all_waves_anom_mv, 2, range)

all_waves_anom_mv_level2 <- all_waves_anom_mv[level2_ix_all_waves_mv, ]

range_all_waves_anom_level2 <- apply(all_waves_anom_mv[level2_ix_all_waves_mv, ], 2, range)

range_prop_all_waves_anom_level2 <-(apply(range_all_waves_anom_level2, 2, diff) / apply(range_all_waves_anom, 2, diff)) *100




```

### Constraint of output at level 2
Proportion of the initial range of model output that is covered by level 2 constrained ensemble (%):
```{r}
print(round(range_prop_all_waves_level2,1))
                                
```



```{r, fig.width = 8, fig.height = 8}


range_prop_round = round(range_prop_all_waves_level2,1)
range_prop_round_mat <- rbind(range_prop_round, (100 - range_prop_round))

range_prop_anom_round = round(range_prop_all_waves_anom_level2,1)
range_prop_anom_round_mat <- rbind(range_prop_anom_round, (100 - range_prop_anom_round))

par(las = 1, mar = c(8,1,3,2), mfrow = c(1,2), oma = c(1,10, 1,1))
barplot(t(apply(range_prop_round_mat,1,rev)), 
        horiz = TRUE,
        col =  c( zblue, zred),
        xlab = 'Ensemble output range (%)',
        main = 'Absolute'
        )

barplot(t(apply(range_prop_anom_round_mat,1,rev)), 
        horiz = TRUE,
        col =  c( zblue, zred),
        xlab = 'Ensemble output range (%)',
        names.arg = rep('', 13),
        main = 'Anomaly'
        )
axis(1)
reset()
legend('bottom', legend = c('NROY', 'Ruled out'), fill = c(zblue, zred), horiz = TRUE, inset = 0.02 )

```

```{r, fig.width = 6, fig.height = 8}


axat = length(range_prop_round):1

par(las = 1, mar = c(5,10,3,2), xaxs = 'i')
plot(rev(range_prop_round), axat, xlim = c(0,100), axes = FALSE, type = 'n', ylab = '', xlab = 'Level 2 NROY proportion of whole range (%)')
#abline(h = axat, col = 'grey', lty = 'dashed')
#abline(v = 100)
points(rev(range_prop_anom_round), rev(axat), col = 'grey', pch = 19)
segments(x0 = 0, y0 = rev(axat), x1 = rev(range_prop_anom_round), y1 = rev(axat), col = 'grey', lty = 'dashed')


points(rev(range_prop_round), rev(axat), col = 'black', pch = 19)
segments(x0 = 0, y0 = rev(axat), x1 = rev(range_prop_round), y1 = rev(axat))
#segments(x0 = 0, y0 = rev(axat), x1 = rev(range_prop_anom_round), y1 = rev(axat), col = 'grey', lty = 'dashed')

axis(2, at  = axat, labels = selected_tags)
axis(1)
reset()
legend('top', c('Absolute', 'Anomaly'), pch = 19, col = c('black', 'grey'), horiz = TRUE, inset = 0.03)


```


### Pairs plot of 2d projections of constrained output space.

```{r, fig.width = 12, fig.height = 12}

pairs(all_waves_mv, col = all_waves_level2_col, lower.panel = NULL, gap = 0)
reset()
legend('left', legend = c('NROY', 'Ruled out' )

```




## Constraining to level 2 with the emulator



```{r}
nunif <- 50000
X_unif <- samp_unif(nunif, mins = rep(0,32), maxes = rep(1, 32))
colnames(X_unif) <- colnames(X)
```



```{r}

# Can this go in common data? Would be needed for checking emulator fits
# Create fit lists for the combined data wave00 level 1a and wave01
Y_const_level1a_wave01_scaled_list <- mat2list(Y_const_level1a_wave01_scaled)

fit_list_const_level1a_wave01 <- mclapply(X = Y_const_level1a_wave01_scaled_list , FUN = km, formula = ~., design = X_level1a_wave01,
                                   mc.cores = 4, control = list(trace = FALSE))


```


```{r}

Y_const_level1a_wave01_scaled_pred <- multiPred(Y = Y_const_level1a_wave01_scaled, Xpred = X_unif, fit_list = fit_list_const_level1a_wave01)

```



```{r}


level2_ix_em_unif_wave00_wave01 <- which(Y_const_level1a_wave01_scaled_pred$pred_mean[,'nbp_lnd_sum'] > 0 &
                                           Y_const_level1a_wave01_scaled_pred$pred_mean[,'npp_nlim_lnd_sum'] > 35 & 
                                           Y_const_level1a_wave01_scaled_pred$pred_mean[,'npp_nlim_lnd_sum'] < 80 &
                                           Y_const_level1a_wave01_scaled_pred$pred_mean[,'cSoil_lnd_sum'] > 750 &
                                           Y_const_level1a_wave01_scaled_pred$pred_mean[,'cSoil_lnd_sum'] < 3000 &
                                           Y_const_level1a_wave01_scaled_pred$pred_mean[,'cVeg_lnd_sum'] > 300 & 
                                           Y_const_level1a_wave01_scaled_pred$pred_mean[,'cVeg_lnd_sum'] < 800
)


(length(level2_ix_em_unif_wave00_wave01) / nunif) * 100

```


```{r}
X_stan_norm <- normalize(matrix(rep(1, 32), nrow = 1), wrt = lhs)

colnames(X_unif) <- 1:32

```


```{r,fig.width = 12, fig.height = 12, warning = FALSE}

#pdf(file = 'figs/fig06.pdf', width = 12, height = 12)
#pdf(file = 'figs/pairs_level2_ix_em_unif_wave00_wave01.pdf', width = 12, height = 12)

par(oma = c(0,0,0,3), bg = 'white')

panel_hist_local <- function(x, ...)
{
    usr <- par("usr"); on.exit(par(usr))
    par(usr = c(usr[1:2], 0, 1.5) )
    h <- hist(x, plot = FALSE)
    breaks <- h$breaks; nB <- length(breaks)
    y <- h$counts; y <- y/max(y)
    rect(breaks[-nB], 0, breaks[-1], y, col = "cyan", ...)
}

pairs(rbind(X_unif[level2_ix_em_unif_wave00_wave01, ], X_stan_norm),
      gap = 0, lower.panel = NULL, xlim = c(0,1), ylim = c(0,1),
      panel = dfunc_up_truth,
      diag.panel = panel_hist_local,
      cex.labels = 1,
      col.axis = 'white',
      dfunc_col = rb
      )


image.plot(legend.only = TRUE,
           zlim = c(0,1),
           col = rb,
           legend.args = list(text = 'Density of model runs matching the criteria', side = 3, line = 1),
           legend.shrink = 0.6,
           horizontal = TRUE
)

legend('left', legend = paste(1:32, colnames(lhs)), cex = 1, bty = 'n')

#dev.off()
```




